File size: 1,993 Bytes
5de9d9a 47b95c5 e94f200 63e5f62 4423de9 47b95c5 5de9d9a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 |
---
license: other
license_name: deepseek
license_link: LICENSE
quantized_by: bartowski
pipeline_tag: text-generation
---
## Exllama v2 Quantizations of deepseek-llm-7b-chat
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/master">turboderp's ExLlamaV2 master</a> for quantization.
Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.
Conversion was done using Evol-Instruct-Code-80k-v1.parquet as calibration dataset.
Default arguments used except when the bits per weight is above 6.0, at that point the lm_head layer is quantized at 8 bits per weight instead of the default 6.
Original model: https://huggingface.co/deepseek-ai/deepseek-llm-7b-chat
<a href="https://huggingface.co/bartowski/deepseek-llm-7b-chat-exl2/tree/4_0">4.0 bits per weight</a>
<a href="https://huggingface.co/bartowski/deepseek-llm-7b-chat-exl2/tree/5_0">5.0 bits per weight</a>
<a href="https://huggingface.co/bartowski/deepseek-llm-7b-chat-exl2/tree/6_0">6.0 bits per weight</a>
<a href="https://huggingface.co/bartowski/deepseek-llm-7b-chat-exl2/tree/8_0">8.0 bits per weight</a>
## Download instructions
With git:
```shell
git clone --single-branch --branch 4_0 https://huggingface.co/bartowski/deepseek-llm-7b-chat-exl2
```
With huggingface hub (credit to TheBloke for instructions):
```shell
pip3 install huggingface-hub
```
To download the `main` (only useful if you only care about measurement.json) branch to a folder called `deepseek-llm-7b-chat-exl2`:
```shell
mkdir deepseek-llm-7b-chat-exl2
huggingface-cli download bartowski/deepseek-llm-7b-chat-exl2 --local-dir deepseek-llm-7b-chat-exl2 --local-dir-use-symlinks False
```
To download from a different branch, add the `--revision` parameter:
```shell
mkdir deepseek-llm-7b-chat-exl2
huggingface-cli download bartowski/deepseek-llm-7b-chat-exl2 --revision 4_0 --local-dir deepseek-llm-7b-chat-exl2 --local-dir-use-symlinks False
```
|